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PODCAST

The Health AI Brief

Decoding artificial intelligence for busy medical professionals in just a few minutes. Every second counts. We provide high-yield AI insights for physicians, surgeons, and healthcare executives who need the signal without the noise.Stay ahead of the future of medicine with ultra-concise briefings on:Ambient Clinical Intelligence: Automating medical documentation and EHR workflows.Generative AI & LLMs: Practical applications of ChatGPT and medical-grade AI in the clinic.Agentic AI: The rise of

health & fitness medicine

All Episodes

5:06

AlphaGenome Explained - Decoding the Non-Coding Genome

The Health AI Brief ·

2026/01/30

AlphaGenome is here. Can this new AI from DeepMind's alumni and collaborators finally decode the 98% of our DNA that doesn't code for proteins?We break down the "AlphaGenome" breakthrough published in Nature. This unified DNA sequence model processes 1-megabase contexts at single-base-pair resolution to predict gene expression, splicing, and chromatin state. For clinicians and researchers, this means a massive leap in predicting how non-coding variants drive disease.Paper title:

en-US

1:55

054 Stop Words - The ‘Invisible’ Words That Are...

The Health AI Brief ·

2026/01/29

Why words like "the," "is," and "and" are the enemies of efficient NLP. Learn how stripping the "fluff" helps AI focus on the life-saving medical facts.#NLP #DataCleaning #HealthAI #ai in medicine Music generated by Mubert https://mubert.com/renderhealthaibrief@outlook.com

en-US

9:11

Sued for using AI scribe

The Health AI Brief ·

2026/01/28

Is your AI scribe a $500M legal trap? We’re analysing the Sharp HealthCare class-action lawsuit and the "Consent Hallucination" putting clinicians at risk.Ambient AI documentation is the leading solution for clinician burnout, but secret recordings and "hallucinated" consent are leading to massive legal exposure. This deep dive covers the Sharp HealthCare and Heartland Dental lawsuits, the impact of California’s CIPA and AB3030 laws, and the hidden risks of AI-driven upcoding. We

en-US

2:03

053 Stemming & Lemmatization - How AI Groups Healing...

The Health AI Brief ·

2026/01/27

Does your AI know that "diagnose," "diagnosing," and "diagnosis" are the same thing? We dive into Stemming and Lemmatization, the secret to cleaning up messy medical records.#DataScience #ClinicalData #MedicalCoding #ai in medicine Music generated by Mubert https://mubert.com/renderhealthaibrief@outlook.com

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5:58

Google MedGemma 1.5 and MedASR - 3D Scans & Medical...

The Health AI Brief ·

2026/01/26

Google has released a significant update to its health AI ecosystem: MedGemma 1.5 and MedASR. This episode considers the shift toward "edge-ready" 4B parameter models that can handle 3D volumetric scans, longitudinal patient history, and specialised medical speech. We analyse the impressive benchmarks, beating Whisper V3 on medical dictation, and the critical safety gaps revealed in the technical report. Specifically, we look at why the model struggles to identify the absence of disease, a

en-US

2:16

052 Tokenization - How AI Slices Symptoms into Tokens

The Health AI Brief ·

2026/01/24

AI doesn't see words; it sees tokens. We explain why "Appendicectomy" is broken into pieces and how this "Lego-block" approach allows LLMs to understand complex medical terminology.#MachineLearning #Tokenization #HealthIT #ai in medicine Music generated by Mubert https://mubert.com/renderhealthaibrief@outlook.com

en-US

5:10

Amazon's New 'Agentic' Health AI

The Health AI Brief ·

2026/01/23

Amazon has launched an "agentic" Health AI within One Medical. Unlike standalone LLMs, this system integrates directly with patient records to book appointments and manage pharmacy needs. In this episode, we analyze the shift from informational AI to operational execution and the critical importance of safety in automated triage.#HealthAI #AmazonOneMedical #DigitalHealth #ClinicalTriage #HealthTech #AgenticAI #PrimaryCare #aiinmedicine Music generated by Mubert

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5:13

Gates and OpenAI Deploying AI in Rwanda

The Health AI Brief ·

2026/01/22

Sub-Saharan Africa is missing 5.6 million health workers. Can a $50M partnership between the Gates Foundation and OpenAI bridge that gap, or is this just Silicon Valley optimism colliding with infrastructure reality?We dissect the new "Horizon 1000" initiative. We look beyond the headlines to analyze the critical tension between cutting-edge models and the need for basic clinical tools. We explore why "language bias" is the new safety hurdle, why we need a "digital cold

en-US

7:25

How to Use Ambient AI Scribes - The Ultimate Clinical...

The Health AI Brief ·

2026/01/21

Are you using ambient AI scribes like Heidi, DeepScribe, or Nuance DAX but still spending hours editing notes? The problem might not be the AI—it might be how you’re speaking. In this episode of The Health AI Brief, we breakdown the 5 essential communication modifications every clinician needs to make to master AI documentation.Learn how to prevent "hallucinations," ensure physical exams are recorded accurately, and use "distinctive negation" to avoid dangerous clinical errors

en-US

2:37

051 Natural Language Processing (NLP) - teaching a...

The Health AI Brief ·

2026/01/20

Ever wonder how a machine "reads" a messy clinical note? In the next set of episodes, we're aiming to demystify Natural Language Processing (NLP) in healthcare. Learn how AI transforms unstructured doctor’s notes into actionable medical data.#MedicalAI #HealthTech #NLP #DigitalHealth #ai in medicine Music generated by Mubert https://mubert.com/renderhealthaibrief@outlook.com

en-US

5:12

NVIDIA’s SurgWorld - Solving the Surgical Robotics...

The Health AI Brief ·

2026/01/19

Autonomous surgery has been hindered by a lack of "paired" data - visuals linked to robot actions. In this episode of The Health AI Brief, we analyze NVIDIA’s "SurgWorld," a generative world model that creates photorealistic surgery videos and uses an Inverse Dynamics Model to infer robot kinematics. We discuss the SATA dataset’s 300,000 expert-annotated frames, the GR00T VLA policy’s 73% success rate, and how this "synthesis strategy" provides a scalable path to surgical

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2:13

050 Diffusion Models - Sculpting from Noise

The Health AI Brief ·

2026/01/16

Beyond GANs: We explain Diffusion Models, the tech behind DALL-E, and how "denoising" is being used to design new drugs and create synthetic medical imaging.#DiffusionModels #GenerativeAI #DrugDiscovery #FutureTech #MedEd #ai in medicine Music generated by Mubert https://mubert.com/renderhealthaibrief@outlook.com

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2:41

049 The Transformer - The Architecture Behind the...

The Health AI Brief ·

2026/01/15

What is the engine behind ChatGPT and AlphaFold? We explain The Transformer, the architecture that ditched sequential reading for parallel processing and changed medical AI forever.#Transformer #ChatGPT #LLM #GenerativeAI #MedTechRevolution #ai in medicine Music generated by Mubert https://mubert.com/renderhealthaibrief@outlook.com

en-US

5:24

Google AI Overviews vs Clinical Safety - Why...

The Health AI Brief ·

2026/01/14

This week, a Guardian investigation forced Google to pull back its AI health summaries. But is the problem just "missing context," or is it a fundamental flaw in how AI handles medical data? From incorrect liver test ranges to "cool cloth" advice for serious conditions, we break down the "Synthesis Gap." We explore the tension between ad-based business models and clinical authority, compare Google's approach to "Open Evidence," and outline the 3 steps needed to

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5:36

Claude for Healthcare - The AI Arms Race Hits the Clinic

The Health AI Brief ·

2026/01/13

The frontier AI wars have moved from the laboratory to the bedside. In this episode of The Health AI Brief, we dive into Anthropic’s massive expansion of Claude for Healthcare and Life Sciences. From automated prior authorisations to deep integrations with Medidata and CMS, how does Claude’s "infrastructure-first" approach stack up against OpenAI’s "Health Ally"? We break down the ambition, the interoperability hurdles, and the strategic path forward for clinical leaders.Link:

en-US

2:19

048 Attention - How AI Focuses on What Matters

The Health AI Brief ·

2026/01/12

You don't read every word of a patient's records with equal focus, and neither should AI. We explain the Attention Mechanism, the breakthrough that allows algorithms to prioritize the most clinically relevant data.#AttentionMechanism #AIInterpretability #MedicalNotes #DeepLearning #NLP #LLMs #ChatGPT #ai in medicine Music generated by Mubert https://mubert.com/renderhealthaibrief@outlook.com

en-US

5:29

ChatGPT Health - Consolidating Health Data -...

The Health AI Brief ·

2026/01/09

Is the "Digital Front Door" finally open? 🩺 We deconstruct the launch of ChatGPT Health.OpenAI is moving to consolidate the "data diaspora", integrating your medical records, Apple Health, and even MyFitnessPal into a single AI sandbox. It’s an ambitious attempt to move from the panic of "Dr. Google" to a personalized health ally.But we’re asking the tough questions:✅ The Vision: Can AI-generated "GP Briefs" actually save the 10-minute consultation?✅ The Duck Test:

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2:15

047 Embeddings - The Medical Dictionary for AI

The Health AI Brief ·

2026/01/08

How does AI know that "Paracetamol" and "Acetaminophen" are related? We explain Embeddings, the vector space that turns clinical language into a mathematical map of meaning.#NLP #HealthIT #Embeddings #ClinicalCoding #AI #ai in medicine Music generated by Mubert https://mubert.com/renderhealthaibrief@outlook.com

en-US

5:16

AI vs Pancreatic Cancer - Can PANDA Solve the Early...

The Health AI Brief ·

2026/01/07

Pancreatic cancer is notoriously difficult to detect before it reaches an advanced stage. There's been a lot of recent coverage about the "PANDA" system, a deep-learning model previously published in Nature Medicine in 2023. By utilising routine, non-contrast CT scans, originally taken for unrelated issues, this AI achieved 92.9% sensitivity in real-world trials. We break down the three-stage architecture of the model, the significance of its recent FDA Breakthrough Device status, and

en-US

7:08

The Wealth of Health - Avoiding an Inequality Spiral...

The Health AI Brief ·

2026/01/06

Who really owns the future of healthcare? 🏥We explore the unsettling intersection of Artificial General Intelligence (AGI) and Thomas Piketty’s economic theories. Authors Philip Trammell and Dwarkesh Patel warn of a "Piketty Trap": a future where the return on AI capital skyrockets while the economic value of clinical labor drops toward zero.Article link: https://substack.com/inbox/post/182789127As we shift from AI as a "tool" to AI as a "substitute," we face a massive

en-US

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